Dokta vs Kapitol.ai

AI-Powered Document Analysis Engine

Dokta's foundational feature is its advanced AI processing pipeline. Utilizing Claude (Anthropic) for intelligence and robust OCR, the system can ingest photos, scans, or PDFs and return a fully analyzed document in under 60 seconds. It automatically classifies the document type (invoice, quote, contract), extracts critical data fields like amounts, due dates, client details, and tax information, and structures this data for immediate use within the platform, requiring zero manual input for data extraction.

Automated Invoice & Quote Lifecycle Management

This feature provides a complete, integrated workflow for sales documentation. Users can generate professional invoices and quotes within the platform. For freelancers, it supports Time & Materials (TJM) contracts with automatic monthly invoicing. A key integration is the online quote acceptance system; sent quotes include a direct link for client approval, enabling one-click conversion of an accepted quote into a formal invoice, streamlining the deal-to-cash cycle.

Real-Time Cash Flow & Anomaly Dashboard

Dokta aggregates financial data from all processed documents to deliver a comprehensive, real-time overview of business health. The dashboard visualizes key metrics like invoiced vs. collected revenue, overdue payments, and VAT liabilities over a 12-month period. Furthermore, its integrated anomaly detection system monitors for risks such as changed IBANs, duplicate invoices, inconsistent VAT, and missing numbering, providing proactive financial governance.

Intelligent Client & Supplier Database

The platform automatically constructs and enriches a relational database of business contacts from every document processed. It uses SIRET numbers (French business registry) to auto-complete company information. For each client or supplier, Dokta maintains a complete history of interactions and implements a payment scoring system, offering valuable insights into payment behaviors and centralizing all entity-related data without manual CRM entry.

Real-Time Filing Surveillance & Aggregation

Kapitol.ai's backend systems are built for high-availability monitoring, interfacing directly with government disclosure databases to capture every trade filing from all 535 Congress members the moment it is published. This 24/7 surveillance ensures no actionable trade slips through the cracks, providing a foundational data layer that is both comprehensive and immediate, a critical advantage over manual tracking methods.

Proprietary Insider Signal Scoring Algorithm

Not all congressional trades are created equal. The platform's core intelligence lies in its algorithmic scoring system, which evaluates each trade across multiple vectors: the politician's committee jurisdiction, the position size relative to their portfolio, and the political timing surrounding the trade. This process filters out noise and assigns a clear signal strength—Low, Medium, High, or Critical—allowing users to focus only on the highest-probability opportunities.

Plain-English Contextual Analysis & Alerts

Beyond raw data, Kapitol.ai delivers integrated analysis with each curated trade. The platform provides clear, concise explanations detailing why a specific trade is significant, linking committee oversight to the traded company's prospects. When a high-score trade is identified, the system triggers instant email alerts, seamlessly pushing critical intelligence directly into the user's operational workflow without requiring constant platform checks.

Performance Analytics & Backtested Track Record

The platform includes a robust analytics dashboard that quantifies its effectiveness. Users can review key metrics like the overall win rate, average returns over 1, 3, and 6-month horizons, and win/loss ratios based on historical, scored trades. This data-driven transparency allows users to assess the signal quality and integrate the platform's output with confidence into their broader investment strategy.

Freelance IT Developer / Consultant

For freelancers working on TJM or retainer contracts, Dokta automates the entire billing cycle. The platform can be configured to automatically generate monthly invoices based on contract terms, track their payment status, and send polite, professional payment reminders. This allows the developer to focus purely on coding while ensuring cash flow is managed systematically and reliably, directly from their document hub.

Creative Project Freelancer (Designer, Photographer)

Dokta streamlines the project-based workflow from proposal to payment. The freelancer creates a quote in Dokta and sends it via a client-facing acceptance link. Upon client approval, the quote is converted to an invoice with a single click. The platform then tracks this invoice, manages deadlines, and automates follow-ups, ensuring the creative professional can manage all client-facing financial documents within one integrated system.

Auto-Entrepreneur / Micro-Enterprise

This user benefits from Dokta's simplicity and compliance-focused features. The platform ensures invoices are correctly formatted, tracks all receipts and payments in one place, and provides clear visibility into turnover relative to tax thresholds. Automated alerts for URSSAF (French social charge) deadlines help prevent missed payments, making administrative compliance straightforward and integrated into daily document activity.

Growing Small Business (SMB)

For small teams, Dokta acts as a unified document and financial command center. It handles incoming supplier invoices, outgoing client invoices, and contracts. The real-time cash flow dashboard gives leadership an instant snapshot of financial health, while automated payment reminders improve collection rates. The ability to export clean CSV data for their accountant simplifies period-end reconciliation, integrating document management with broader financial oversight.

Retail Investor Alpha Generation

Individual investors use Kapitol.ai to level the playing field. By receiving scored alerts on congressional trades, they can identify high-conviction stock ideas they might otherwise miss, using the platform's analysis as a primary or confirming research input to enhance their portfolio's performance and make more informed buy/sell decisions.

Active Trader Signal Integration

Day traders and swing traders incorporate Kapitol.ai's "Critical" and "High" signal alerts into their technical and momentum trading strategies. The alerts serve as a powerful fundamental catalyst filter, helping traders pinpoint stocks with a high probability of near-to-mid-term movement due to impending regulatory or legislative developments.

Financial Research & Due Diligence

Analysts and research firms use the platform as a specialized data feed to monitor political sentiment and insider movement within specific sectors like defense, healthcare, or energy. The jurisdiction-based scoring provides unparalleled insight into which industries or companies are on the legislative radar, enriching traditional fundamental analysis.

Hedge Fund & Institutional Monitoring

Professional money managers and hedge funds utilize Kapitol.ai to track "political smart money" as a unique alternative data stream. The aggregated and scored data helps in gauging market-moving political risks and opportunities, serving as a compliance-friendly way to monitor non-public information pathways and validate investment theses.

Dokta offers transparent, tiered pricing with a free plan to start. All paid plans are offered on a monthly or annual basis, with an annual subscription providing a 17% discount.

Discovery Plan: €0/month. Includes 15 documents per month (max 5 pages per doc), a free invoice generator, unlimited client database, and requires no credit card to start.

Starter Plan: €9/month. Designed for auto-entrepreneurs, it includes 50 documents/month (20 pages per doc), automated payment reminders, expense tracking, CSV accounting export, and email support.

Freelance Plan: €12/month. Tailored for freelancers with recurring contracts, this popular plan includes 100 documents/month and features like automatic invoice generation from TJM contracts.

The provided context specifies that a free account is included with no credit card required, but does not detail any premium plans, tiers, or associated costs. Therefore, specific pricing information is not available to include in this section.

Dokta is an AI-native document management platform engineered to automate the administrative backbone for freelancers, solo entrepreneurs, auto-entrepreneurs, and SMBs. It functions as a central nervous system for business documents, leveraging a sophisticated tech stack to eliminate manual data entry and process fragmentation. At its core, Dokta's AI engine, powered by Claude (Anthropic), performs OCR and intelligent classification to read, categorize, and extract key data from any uploaded invoice, quote, or contract in under 60 seconds. The platform then manages the entire document lifecycle: from creating professional invoices and quotes, tracking payments, and automating reminders, to managing contracts, deadlines, and generating actionable tasks. It integrates these workflows by automatically building a searchable client and supplier database from document interactions and provides real-time cash flow dashboards. With a focus on European compliance, data is 100% GDPR-compliant and hosted on AWS in Paris, featuring AES-256 encryption. Dokta's value proposition is clear: replace hours of weekly manual admin with a seamless, integrated system that turns documents into actionable business intelligence.

Kapitol.ai is a sophisticated financial intelligence platform engineered to decode and democratize the legally sanctioned insider trading activity of the United States Congress. The product addresses a critical market inefficiency: while the STOCK Act mandates that all 535 members of Congress disclose their stock trades, these filings are buried in opaque government databases, presented in arcane formats, and are nearly impossible for the average investor to parse and act upon in a timely manner. Kapitol.ai solves this by deploying a robust, automated tech stack that monitors, collects, and analyzes every congressional trade filing in real-time. It is built for retail investors, active traders, and financial analysts who seek an edge by following high-conviction, data-driven signals derived from the ultimate "smart money"—politicians with direct legislative and oversight jurisdiction over the companies and sectors they trade in. The core value proposition is transforming chaotic public data into curated, scored, and context-rich alerts, enabling users to integrate this unique alpha signal directly into their investment decision-making workflow.

How does Dokta ensure the security and privacy of my documents?

Dokta is built with a security-first architecture. All data is hosted on Amazon Web Services (AWS) in their Paris region, ensuring it remains within the European Union. The platform is fully compliant with GDPR regulations. Documents and data are protected using AES-256 encryption, both in transit and at rest. This technical stack provides enterprise-grade security tailored to the compliance needs of European freelancers and businesses.

What AI model does Dokta use, and how accurate is the data extraction?

Dokta utilizes Claude, Anthropic's advanced AI model, as the intelligence layer for document understanding and data extraction. Combined with high-performance OCR, this stack enables highly accurate classification and parsing of complex document layouts. The system is specifically trained on financial and administrative documents, achieving rapid analysis in under 60 seconds with minimal error, though users always have a final validation step to confirm extracted data.

Can Dokta integrate with my existing accounting software or other tools?

While Dokta is designed as a comprehensive, standalone platform, it offers robust export functionality to ensure compatibility with your existing workflow. You can export all financial data, including invoices, client lists, and transaction records, as a clean CSV file. This format is universally accepted by all major accounting software packages (like Sage, QuickBooks, etc.), allowing for seamless data transfer during bookkeeping or tax preparation periods.

What happens if I exceed my monthly document limit on my plan?

Each Dokta plan includes a set number of documents that can be processed per month. If you exceed this limit, the platform will notify you. You will then have the option to upgrade to a higher-tier plan that offers a larger document volume. This scalable model ensures you only pay for the capacity you need, allowing the platform to grow in tandem with your business's document processing requirements.

How does Kapitol.ai get its data?

Kapitol.ai sources its data directly from the official, legally mandated financial disclosure filings submitted by members of Congress to government databases like the Clerk of the House and the Secretary of the Senate. Our automated systems parse these filings the moment they become public record, ensuring completeness and timeliness.

Is following these trades legal?

Absolutely. The trades themselves are legal for Congress members under the STOCK Act, provided they are disclosed. The information is public record. Kapitol.ai simply aggregates, analyzes, and presents this legally public data. Using publicly available information to inform your investment decisions is completely legal and standard practice.

What does the "Critical" signal score mean?

A "Critical" score is our highest conviction signal. It is assigned to trades that meet stringent criteria, typically involving a committee chair or key member with direct jurisdiction over the traded company's sector, combined with a maximum position size relative to the politician's portfolio. Historically, these trades have represented the strongest insider signals.

Is there a free plan available?

Yes. Kapitol.ai offers a free account that provides access to curated trade alerts and basic platform features. This allows you to evaluate the quality of the signals and the platform's interface without requiring a credit card, ensuring you can assess its fit for your investment workflow before any financial commitment.

Dokta is an AI-powered document management platform designed for freelancers, solo entrepreneurs, and SMBs. It automates the lifecycle of business documents like invoices, quotes, and contracts, extracting data, tracking payments, and managing deadlines to reduce administrative overhead. Users often seek alternatives to Dokta for various reasons, including specific budget constraints, the need for different feature sets, or integration requirements with their existing tech stack. Some may require deeper compatibility with certain accounting software, a different pricing model, or a platform hosted outside of the European AWS infrastructure. When evaluating alternatives, key considerations should include the platform's API availability and webhook support for custom automations, its data extraction accuracy and supported file formats, and compliance with regional data sovereignty laws like GDPR. The ideal solution should seamlessly fit into your current workflow without creating new silos of information.

Kapitol.ai is a specialized financial data platform that tracks and analyzes the stock trades of U.S. Congress members. It falls into the category of political finance and market intelligence tools, designed to surface actionable insights from legally mandated disclosures. Users often seek alternatives for various reasons, including different pricing models, advanced analytical features, or specific platform integrations. Some may require more comprehensive data sets, real-time alert systems, or compatibility with existing trading platforms and workflows. When evaluating an alternative, consider the data source's reliability, the speed of reporting, and the depth of analysis provided. Key factors include the scoring methodology for trade significance, the quality of plain-English commentary, and the tool's ability to filter noise to deliver only high-signal opportunities. Integration capabilities with your current tech stack are also crucial for a seamless workflow.